The article does not say that downloading it over your wi-fi connection will result in $2.58 in delivery fees. It says that the average delivery fee for the book was $2.58.
https://kdp.amazon.com/self-publishing/help?topicId=A29FL26O...
Amazon charge $0.15/MB and the book was approximately 18MB in size.